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A practitioner ran a four-agent RAG panel experiment and documented three unexpected failure modes: irrelevant-but-supportive citations, agents citing their own generated notes, and fixed top-K retrieval forcing filler citations. The post shares fixes in progress and asks the community how they measure real RAG improvement.